Text2SQL with Hugging Face Dataset Viewer & Motherduck DuckDB-NSQL-7B

AI Impact Summary

This documentation details the integration of the Motherduck DuckDB-NSQL-7B LLM with the Hugging Face Dataset Viewer API for text-to-SQL conversion. The process involves using the model to generate DuckDB SQL queries from natural language instructions, leveraging a pre-defined schema derived from a Hugging Face dataset (world-cities-geo). This approach streamlines data analysis by eliminating the need for manual SQL coding, particularly for users unfamiliar with SQL syntax.